Machine Learning Hybridization and Optimization for Intelligent Applications - Couverture souple

 
9781032737645: Machine Learning Hybridization and Optimization for Intelligent Applications
Couverture souple
ISBN 10 : 1032737646 ISBN 13 : 9781032737645
Editeur : CRC Press, 2026

Synopsis

This book discusses state-of-the-art reviews of the existing machine learning techniques and algorithms including hybridizations and optimizations. It covers applications of machine learning via artificial intelligence (AI) prediction tools, discovery of drugs, neuroscience, diagnosis in multiple imaging modalities, pattern recognition approaches to functional magnetic resonance imaging, image and speech recognition, automatic language translation, medical diagnostic, stock market prediction, traffic prediction, and product automation.

Features:

  • Focuses on hybridization and optimization of machine learning techniques
  • Reviews supervised, unsupervised, and reinforcement learning using case study-based applications
  • Covers the latest machine learning applications in as diverse domains as the Internet of Things, data science, cloud computing, and distributed and parallel computing
  • Explains computing models using real-world examples and dataset-based experiments
  • Includes case study-based explanations and usage for machine learning technologies and applications

This book is aimed at graduate students and researchers in machine learning, artificial intelligence, and electrical engineering.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l'auteur

Tanvir Habib Sardar is an Assistant Professor in the department of CSE at GITAM University, Bengaluru campus. He has more than fifteen years of experience in industry and academia. His research domain is big data, machine learning, fuzzy logic, and distributed computing using MapReduce.

Bishwajeet Kumar Pandey is a Professor at Department of Intelligent System and Cyber Security, Astana IT University Kazaksthan. He is also a visiting professor at Eurasian National University, Astana, Kazaksthan (QS World Rank 355) and UCSI University, Kuala Lumpur, Malaysia (QS World Rank 300). He has interest in Green Computing, High-Performance Computing, Cyber-Physical Systems, Machine Learning, and Cyber Security.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
CRC Press
Date d'édition
2026
Langue
anglais
ISBN 10 
1032737646
ISBN 13 
9781032737645
Reliure
Broché
Nombre de pages
338
Éditeur
Sardar Tanvir Habib, Pandey Bishwajeet Kumar
Coordonnées du fabricant
non disponible
Personne responsable
non disponible

Autres éditions populaires du même titre

9781032737539: Machine Learning Hybridization and Optimization for Intelligent Applications

Edition présentée

ISBN 10 :  1032737530 ISBN 13 :  9781032737539
Editeur : CRC Press, 2024
Couverture rigide